Results 201 to 210 of about 2,291 (214)

Stored energy density solution for TSV-Cu structure deformation under thermal cyclic loading based on PINN

International Journal of Plasticity
Hongjiang Qian, Jiebin Shen, Jian Wang   +2 more
exaly  

MRF-PINN: a multi-receptive-field convolutional physics-informed neural network for solving partial differential equations

Computational Mechanics
Bosen Wang
exaly  

Pinn, Petra Fitzalieu

1999
openaire   +1 more source

An innovative end-to-end PINN-based solution for rapidly simulating homogeneous heat flow problems: An adaptive universal physics-guided auto-solver

Case Studies in Thermal Engineering
Yijie Zhao, Donghe Li, Huan Xi
exaly  

APPLICATION OF PHYSICS-INFORMED NEURAL NETWORKS (PINN) COUPLED WITH ONE-DIMENSIONAL UNSTEADY FLOW SIMULATION TO OPEN CHANNEL FLOW

土木学会論文集
Nobuaki Kimura, Hiroki Minakawa, Masaomi Kimura   +2 more
exaly  

Adaptive Interface-PINNs (AdaI-PINNs) for inverse problems: Determining material properties for heterogeneous systems

Finite Elements in Analysis and Design
Dibakar Roy Sarkar, Chandrasekhar Annavarapu, Pratanu Roy   +2 more
openaire   +1 more source

A PINN-DeepONet framework for extracting turbulent combustion closure from multiscalar measurements

Computer Methods in Applied Mechanics and Engineering
Anuj Kumar, Rishikesh Ranade, Tarek Echekki   +2 more
exaly  

B-PL-PINN: training bayesian PINNs with pseudo labeling

openaire   +1 more source

PINNs and Sobolev Spaces

2025 IEEE 29th International Conference on Intelligent Engineering Systems (INES)
openaire   +1 more source

Phase field smoothing-PINN: A neural network solver for partial differential equations with discontinuous coefficients

Computers and Mathematics With Applications
Xiaofei Guan, Jizu Huang
exaly